Home▸Categories▸Networks & Graph Theory

🌐 Networks & Graph Theory

Force-directed graphs, spanning trees, network resilience and small-world phenomena.

168 simulations60 fps real-time0 install steps
Small-World Networks (2D)New📱A 2D Canvas2D simulation of the Watts-Strogatz small-world network model. Adjust node count,… Scale-Free Network Growth (2D)New📱A 2D Canvas graph diagram of the Barabasi-Albert preferential-attachment model: each new… Max-Flow / Min-Cut — Ford–Fulkerson (2D)New📱A 2D Canvas companion to the 3D max-flow simulation: run real Edmonds-Karp (BFS-based… Louvain Community Detection (2D)New📱A 2D Canvas node-edge network diagram companion to the 3D Louvain simulation: nodes are… Critical Path Method — CPM & PERT (2D)New📱An interactive 2D node-edge diagram of the Critical Path Method: build a project task… PageRank Graph — Power Iteration (2D)New📱Build a directed graph of pages and links, then watch PageRank scores converge in real time… TCP Congestion Window Sawtooth (2D)New📱Watch a real TCP congestion window climb through slow start and congestion avoidance, then… Minimum Spanning Tree — Kruskal & Prim (2D)New📱A 2D Canvas simulation animating the Kruskal and Prim minimum-spanning-tree algorithms step… Network Resilience (2D)New📱A 2D canvas simulation comparing how scale-free and random networks survive targeted hub… Epidemic Spread on a Random Network (2D)New📱2D discrete-time SIR epidemic simulator running on an Erdős–Rényi random network: tune… IT Infrastructure 3D: Patch Deployment Latency NetworkNewOrbit a full 3D IT infrastructure network — hub, servers and cloud nodes exchanging live… Floyd-Warshall All-Pairs Shortest Paths (2D)New📱2D Floyd-Warshall lab: the real O(n3) triple-nested-loop dynamic-programming relaxation…
Internet Routing: Distance-Vector vs Link-State (2D)New📱2D routing-protocol lab: run real Bellman-Ford distance-vector exchange (with the RIP… Undersea Cable Fault: TDR Fault Location & Network Failover (2D)New📱2D submarine-cable TDR lab: real transmission-line reflection math locates an open, short or… Knowledge Network SimulatorNew📱Interactive 3D knowledge-network simulator: article topics join a force-directed graph over… 2D Force-Directed Graph — Live Spring Physics & Editable NetworkNew📱A genuine 2D force-directed graph layout: Coulomb-like node repulsion, Hooke's-law spring… Label Propagation in 2D — Community Detection by Majority VoteNew📱Watch the Raghavan-Albert-Kumara label propagation algorithm find communities live on a 2D,… Virtual Classroom Latency Simulator (2D)New📱Top-down 2D M/M/1/K queueing simulator: watch a virtual classroom's synchronous session… Edge Network Topology & Latency (2D): Star vs MeshNew📱Top-down 2D edge-computing network simulator: compare star and mesh topologies, watch… Reconnection Storm (2D): Exponential Backoff & JitterNew📱Top-down 2D reconnection-storm simulator: hundreds of mobile clients lose their backend at… HTTP/2 Multiplexing vs HTTP/1.1 — Bandwidth Flow (2D)New📱Interactive 2D simulator: watch a page's requests share a fixed-capacity link as a live… Radio Tail Timer 2D: RRC State-Machine CascadeNew📱A 2D companion to the 3D radio-tail-timer sim, modeling the mobile-radio tail effect as a… Ethernet Switch Frame Latency: Store-and-Forward vs Cut-Through (2D)New📱Interactive 2D simulator that computes real Ethernet switch frame latency from first… gRPC vs REST: Wire-Byte Heatmap & WaterfallNew📱Encode the same mobile API record as JSON (REST) and Protocol Buffers (gRPC) with a… 5G Small-Cell Handover & mmWave Blockage (2D)New📱Watch a phone drive along a top-down street map lined with 28 GHz mmWave small cells while… Social Proof Cascade in Live Commerce (2D)New📱Interactive 2D model of a live-shopping stream: a purchase-notification cascade spreads… Interdependent Infrastructure CascadeNew📱Two coupled 2D ring networks — a power grid and a water/communications layer — linked… Adaptive Bitrate Content Delivery SimulatorNew📱Watch a throughput-estimation and buffer-based ABR algorithm pick the right quality tier for… Label Propagation — Community Detection by Majority VoteNew📱Watch the Raghavan–Albert–Kumara label propagation algorithm find communities in a 3D… Edge Network Topology & Latency: Star vs MeshNew📱An interactive 3D simulator that routes packets through star and mesh edge-computing network… 5G Small-Cell Handover & mmWave BlockageNew📱Drive a phone past a row of 28 GHz mmWave small cells while pedestrians and vehicles block… Reconnection Storm: Exponential Backoff & JitterNew📱Hundreds of mobile clients lose their backend connection at once and race to reconnect —… Adaptive Bitrate Content Delivery SimulatorNew📱Watch a throughput-estimation and buffer-based ABR algorithm pick the right quality tier for… HTTP/2 Multiplexing vs HTTP/1.1 Connection LimitsNew📱Watch a mobile page's requests race across a shared link as HTTP/1.1's 6-connection cap… gRPC vs REST: Protobuf vs JSON Payload RaceNew📱Encode the same mobile API record as JSON (REST) and Protocol Buffers (gRPC) with a… Social Proof Cascade in Live CommerceNew📱An interactive 3D model of a live-shopping stream: a purchase-notification cascade spreads… Radio Tail Timer: Telemetry Upload Battery CostNew📱An interactive 3D model of the mobile-radio 'tail effect': telemetry events queue on the… Ethernet Switch MAC Address LearningNew📱Interactive 3D Layer-2 Ethernet switch that learns source MAC addresses port by port, floods… Interdependent Infrastructure CascadeNew📱Two coupled 3D networks — a power grid and a water/communications layer — linked… Virtual Classroom Latency SimulatorNew📱An interactive M/M/1/K queueing simulator showing how a virtual classroom's synchronous… IoT Gateway Integration SimulatorNew📱Interactive 3D model of IoT interoperability: Zigbee, Z-Wave, Wi-Fi and Bluetooth devices… Mesh Network Self-Healing SimulatorNew📱Interactive 3D mesh network: kill any relay node to watch a data packet automatically… Social Network Centrality ExplorerNew📱Switch a 3D social-network graph between degree, betweenness, closeness and eigenvector… 6G AI Network Digital Twin: Self-Organizing Cell SimulatorNew📱Watch an AI-driven Self-Organizing Network balance traffic across a 6G cell grid in real… API Rate Limiter: Token Bucket, Fixed & Sliding WindowNew📱Watch the same request stream hit a token bucket, a fixed window and a sliding window rate… Incident Response: A PrimerNew📱Watch a network breach spread from node to node while detect, contain and recover response… 5G Advanced SimulationNew📱Simulate massive-MIMO beamforming: steer 5G Advanced beams from a base station to multiple… Plexus NetworkNew📱This simulation explores the structure and dynamics of a plexus network, representing a… N93 Subway Network MapNew📱This simulation visualizes the movement of trains within a subway network, showcasing… Interactive Drone Swarm Formation SimulationNew📱Control a virtual drone swarm in 3D, adjusting parameters such as speed, formation cycle,… Drone Swarm Formation Control & VisualizationNew📱Manipulate the movement of a drone swarm in this simulation, adjusting parameters like speed… 3D Jellyfish SwarmNew📱This simulation explores the dynamics of a group of jellyfish moving together. It… Drone Swarm Flock DynamicsNew📱This simulation explores the complex dynamics of a drone swarm 5 utilizing a flocking… Interactive Oceanography Oceans & Marine SystemsNew📱This simulation explores how fluid dynamics drive ocean currents and how marine life adapts… Oceanography Simulation: Oil RigNew📱This simulation explores the complex interplay of oceanographic forces around an offshore… Social Network Propagation SimulationNew📱This simulation models the complex dynamics of information propagation within a virtual… Network Security MonitoringNew📱This simulation explores the practical implementation of network security measures by… Network Traffic SimulationNew📱This simulation allows users to explore complex network traffic patterns by manipulating… Network Traffic Simulation in SimLabNew📱This simulation allows you to explore real-time network traffic patterns in a controlled… Advanced Network Security Controls SimulationNew📱This simulation demonstrates the implementation of security controls within a network… Information Technology SimulatorNew📱This simulation provides a hands-on introduction to core IT infrastructure concepts,… Holographic Earth – Signal InterferenceNew📱Explore the complexities of simulating Earth's surface as a dynamic holographic projection.… Interactive Geography Simulation – Distance ToolNew📱This simulation allows you to determine the distance between two points on a global map by… Ocean Thermal Energy Network SimulationNew📱This simulation explores the principles behind Ocean Thermal Energy Conversion (OTEC), a… Interactive Oceanography SimulationNew📱This interactive simulation allows you to explore the complex physics governing ocean wave… Exploring Quantum Cryptographic Protocols – Entanglement Visualizer FixNew📱Tune key length, security, coherence and protocol type to explore Quantum Key Distribution;… Quantum Network Connectivity VisualizationNew📱Explore the complex dynamics of entanglement propagation within a simulated quantum network.… Social Network Information Propagation SimulatorNew📱Click Spread Information to watch it genuinely propagate from informed members outward along… Misinformation Resistance in Social NetworksNew📱Add skeptical users to a social network and see them actually resist and reject… Advanced Cryptography Simulator - Security Algorithms & Protocols – Brute-Force Time EstimatorNew📱This simulation allows you to explore and manipulate complex cryptographic algorithms and… Advanced Film Studies Simulation Cinematic AnalysisNew📱This simulation dives into the intricacies of cinematic analysis, allowing you to manipulate… IT Systems Network Simulation DynamicsNew📱This simulation explores how changes in network configurations – like bandwidth allocation… IT Systems Network Simulator: Data Flow PulseNew📱Explore an interconnected IT network while a bright data-flow pulse orbits the central hub —… Advanced Neural Network SimulationNew📱This advanced neural network simulation allows you to delve into the intricacies of… AI Algorithms Simulator: Reinforcement Learning OrbitNew📱Manipulate neural network and AI algorithm parameters while a reward marker orbits the… Simulated Network Security Lab EnvironmentNew📱This interactive simulation provides a hands-on environment for learning about network… Network Security Control SimulationNew📱This interactive simulation allows users to configure various network security controls –… Advanced Technology Neural Networks SimulationNew📱This simulation allows you to explore the intricacies of artificial neural networks,… Anthropology Ethnography SimulationNew📱This simulation demonstrates the ethnographic method – observing and documenting cultures in… Artificial Intelligence Computer Graphics Rendering Simulation – Speed Multiplier LabNew📱This simulation explores the complex interplay between artificial intelligence and computer… Neural Network Learning Rate LabNew📱Slide the learning rate during a simulated training run and watch a dedicated readout track… AI Neural Network – Dropout VisualizationNew📱This simulation allows you to visualize and interact with a basic artificial neural network.… Artificial Intelligence Neural Networks SimulationNew📱This simulation allows you to visualize and experiment with the core components of… Artificial Intelligence Swarm Intelligence Simulation – Adjustable InertiaNew📱This simulation allows you to observe and manipulate the behavior of a virtual swarm of… Deep Network Layer ArchitectNew📱Reshape a deep network by adjusting its layer count and neurons per layer, with independent… Communication Advanced Mesh Networks SimulationNew📱This simulation allows you to explore the complex dynamics of advanced mesh networks,… Communication Technology Mesh Networks SimulationNew📱This simulation allows you to explore the architecture and functionality of mesh network… Design Graphic Design SimulationNew📱This simulation explores the fundamentals of graphic design through an interactive… Design Typography SimulationNew📱This simulation explores the principles of typography through an interactive experience. It… Entrepreneurship Business Networking SimulationNew📱This interactive simulation models the process of building and leveraging business networks.… Geography Oceanography SimulationNew📱This simulation demonstrates the principles of geography oceanography simulation, showcasing… Geography Simulator — Urbanization PressureNew📱This simulation allows you to explore the complex interactions between physical and human… Network Topology Simulation Control PanelNew📱Modify system levels, security settings, and display options to control the simulation of an… SimLab ML Advanced Machine Learning SimulationNew📱Control the complexity and accuracy of your machine learning simulation by adjusting… Information Technology Simulator — Patch Deployment LatencyNew📱This simulation allows you to explore the core components of IT infrastructure, including… Internet of Things Simulator — Packet Loss & Mesh EfficiencyNew📱This simulation allows you to explore the architecture and functionality of Internet of… Machine Learning Advanced Simulator — Dropout RegularizationNew📱This simulation dives into the core mechanics of deep learning by allowing you to build and… Machine Learning Neural Network Simulation – Weight Noise InjectionNew📱This simulation allows you to visually explore the inner workings of a basic artificial… Machine Learning Particle Swarm Simulation – Max Velocity ControlNew📱This simulation allows you to visualize and experiment with a particle swarm optimization… Neural Network Training Simulation: Optimization & LearningNew📱This simulation allows you to explore the intricacies of neural network training by… Neural Network Training Simulator: Adam vs RMSprop vs SGDNew📱Watch a neural network learn decision boundaries in real time, now with a genuinely… Ocean Current Time-Lapse SimulatorNew📱Follow thermohaline circulation and wind-driven currents around a chosen ocean basin, now… Photography Composition SimulationNew📱This simulation allows you to experiment with fundamental photographic composition… Photography Landscape Photography SimulationNew📱This simulation demonstrates the principles of landscape photography, including composition… Photography Macro Photography SimulationNew📱This simulation focuses on macro photography techniques, allowing users to explore the… Photography Photo Business SimulationNew📱This simulation models the aspects of running a photography business, including client… Photography Photo Composition SimulationNew📱This simulation teaches users about photographic composition rules like the rule of thirds… Quantum Advanced Quantum Networks SimulationNew📱This simulation allows users to explore the complex architecture and data transmission… Quantum Physics Nanotech Quantum Cryptography SimulatorNew📱This simulation allows you to explore the core principles of quantum cryptography using… Quantum Key Routing NetworkNew📱Visualize QKD in a multi-node fiber network with live key routing and trusted relays. Ray Tracing Graphics Simulator — Light Transport, Reflections, and Global IlluminationNew📱This simulation allows users to visualize the complex process of ray tracing, observing how… Sociology Social Networks SimulationNew📱This simulation models the structure and dynamics of social networks. Users can observe how… Swarm Intelligence Simulator — Adjustable Swarm SpeedNew📱Interactive swarm intelligence simulator with an adjustable swarm speed control driving how… 5G Handover DynamicsNew📱Explore real 5G handovers and signal quality with adjustable path loss and co-channel… Technology Network Architecture SimulationNew📱This simulation demonstrates the design and implementation of network architectures. Users… TCP AIMD Congestion Control SimulatorNew📱Watch real TCP congestion control at work: slow-start doubling,… Satellite Mesh NetworkNew📱This simulation demonstrates the design and operation of a satellite mesh network,… Advanced Security Orchestration SimulatorNew📱This simulation explores advanced security orchestration by allowing users to design and… Digital Communication SimulationNew📱This simulation explores various aspects of digital communication technologies, such as data… Computer Networks Explained — Layers, Routing, and ProtocolsNew📱This simulation explains the architecture of computer networks – focusing on layers, routing… Divine Communication SimulationNew📱This simulation explores the idea of communication between divine entities. It likely… Eternal Communication SimulationNew📱This simulation investigates the concept of communication that is limitless in scope and… Infinite Communication SimulationNew📱This simulation explores the idea of communication without boundaries. It likely… Omnipotent Communication SimulationNew📱This simulation investigates the concept of communication with unlimited power. It likely… Omnipresent Communication SimulationNew📱This simulation explores the idea of communication that is everywhere at once. It likely… Perfect Communication SimulationNew📱This simulation explores the idea of communication that is flawless and without error. It… Entrepreneurship Partnership Development SimulationNew📱This simulation focuses on building mutually beneficial partnerships with other businesses… Network Routing Protocols SimulatorNew📱This simulation allows users to experiment with various network routing protocols, observing… Research Partner PortalNew📱This simulation models collaborative scientific projects, demonstrating how researchers work… Transcendent Biotech Omnipresent Life SimulationNew📱This simulation explores the concept of interconnectedness within biological systems,… Wifi SimulationNew📱This simulation demonstrates the principles of wireless communication and signal… Wifi SimulatorNew📱This simulation demonstrates the principles of wireless communication and signal… Networking SimulationNew📱This simulation illustrates the fundamentals of computer networks, including data… Earthquake Early Warning NetworkNew📱Learn how early warning systems detect earthquakes before the shaking arrives. This… Metro NetworkNew📱This simulation demonstrates the operation of an underground metro system, focusing on… Undersea Cable FaultNew📱This simulation demonstrates how damage to undersea cables can disrupt communication… The Leaky Bucket Algorithm: Smoothing Bursty Network TrafficNew📱Explore how the leaky bucket algorithm turns bursty, unpredictable network traffic into a… Bufferbloat & Active Queue Management: RED vs CoDelNew📱Watch a router buffer fill under bursty traffic and compare the latency spikes of naive… TCP/IP Handshake and Congestion ControlNew📱Interactive 3D client-server exchange where stepping through the SYN, SYN-ACK, ACK handshake… Page Replacement Policies: FIFO, LRU, Clock and OptimalNew📱Interactive 3D memory-frame grid where feeding a simulated page-request sequence through… Load Balancer Policy SimulatorNew📱Interactive 3D server farm where routing incoming requests via round robin, least… Shannon Channel CapacityNew📱Interactive 3D noisy channel where adjusting bandwidth and signal-to-noise ratio shows how… BGP Route PropagationNew📱Interactive 3D map of autonomous systems where announcing and withdrawing routes shows how… CDN Caching: LRU vs LFU Under Real Zipf TrafficNew📱Interactive 3D edge-server network where feeding Zipf-distributed traffic through LRU versus… Raft Consensus SimulatorNew📱Interactive 3D cluster of five nodes where triggering leader elections and network… Network Topology GeneratorNew📱Interactive 3D graph where switching between random, small-world and scale-free generation… Chord DHT LookupNew📱Interactive 3D ring of peer nodes where routing a key lookup through finger-table hops shows… DNS Recursive ResolutionNew📱Interactive 3D hierarchy of root, TLD and authoritative servers where typing a domain name… Erdos-Renyi Percolation SimulatorNew📱Interactive 3D random graph where dialing edge probability shows how a giant connected… Network Percolation — Giant Component ThresholdNew📱Add random edges to nodes and watch the giant connected component emerge at p_c = 1/N.… Viral Spread on Contact NetworkNew📱An SIR epidemic on a heterogeneous contact network — hubs spread it faster. Adjust β, γ and… Random Graph — Giant Component & Phase TransitionNew📱Construct an Erdos-Renyi G(n,p) random graph: as average degree crosses 1, a giant connected… Topological Sort — Ordering a DAGNew📱Order a DAG's vertices so every edge points forward. Watch Kahn's algorithm peel off… Floyd-Warshall — All-Pairs Shortest PathsNew📱Floyd-Warshall finds shortest paths between every vertex pair in O(V³) by relaxing through… Bipartite Matching — Augmenting PathsNew📱Find a maximum matching in a bipartite graph via augmenting paths flipping matched and… DNS Resolution — Recursive Lookup & CachingNew📱Trace a DNS lookup from resolver to root, TLD and authoritative servers, then watch TTL… TCP Congestion ControlNew📱TCP's congestion window: slow-start doubling, AIMD increase, multiplicative decrease on loss… Max-Flow / Min-CutNew📱Run Ford–Fulkerson (Edmonds–Karp) step by step: BFS finds augmenting paths, pushes flow… Community Detection (Louvain)New📱Detect communities by greedily maximizing modularity with the Louvain method. Watch local… Internet RoutingNew📱Distance-vector routing (Bellman–Ford/RIP) can count to infinity; link-state (Dijkstra/OSPF)… Critical Path (CPM/PERT)New📱Model a project as a DAG: forward/backward pass computes ES/EF/LS/LF and slack; zero-slack… PageRankNew📱Google's original ranking algorithm: a page's score is (1−d)/N plus d times inbound… Network Resilience📱Barabási–Albert scale-free and Erdős–Rényi random networks under targeted hub attack vs… Network Science📱Switch between Erdős–Rényi, Barabási–Albert and Watts–Strogatz graph models: force-directed… Scale-Free Network — Barabási-Albert Preferential Attachment📱Barabási-Albert preferential attachment: new nodes connect with probability proportional to… Force-Directed Graph📱Fruchterman-Reingold spring layout for Erdős-Rényi, Barabási-Albert and Watts-Strogatz… Minimum Spanning Tree📱Step-by-step animation of Kruskal's and Prim's MST algorithms on a weighted graph. Toggle… Small-World Networks — Watts-Strogatz📱Start from a regular ring lattice and rewire edges with probability p: watch clustering and…
About the category

Networks & Graph Theory

Force-directed graphs, spanning trees, network resilience and small-world phenomena.

Three.js · WebGL 60 FPS CC BY 4.0
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168interactive simulations in this category
⚡runs at 60 FPS in any modern browser
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Frequently asked questions

Do I need to install anything to run Networks & Graph Theory simulations?▾

No. Everything runs entirely in your browser — no downloads, plugins or accounts. Works in Chrome, Firefox, Edge and Safari; most simulations also work on mobile.

Can I use these simulations for teaching?▾

Yes — all content is free for educational use under CC BY 4.0. Link to any simulation directly or embed it in your LMS with an iframe; no API key required.

Are the models scientifically accurate?▾

They use the same mathematical formulations as professional software, integrated numerically in real time. Each simulation lists its algorithms, and many link to an article explaining the mathematics.

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